Timeline Generation and Entity Summarisation. The biography timelines shown in EventKG+BT are based on our previous work on automated biography timeline generation using distant supervision on relations identified in textual biographies [1]}. In contrast, the biography timelines of Althoff et al. are created based on an optimisation task with hand-crafted constraints and features [2]}. In a similar setting, traditional entity summarisation (e.g. [3]}) aims at the identification of relevant facts given a query concept. While entity summarisation approaches also utilise semantic information given in knowledge graphs, they are not considering temporal information.
